Hasan Al-Marzouqi

According to our database, Hasan Al-Marzouqi authored at least 28 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep Hypercomplex Networks for Spatiotemporal Data Processing: Parameter efficiency and superior performance [Hypercomplex Signal and Image Processing].

Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi

IEEE Signal Process. Mag., May, 2024

A Novel Transformer Network With Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting.

Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Multi-Label Retinal Disease Classification Using Transformers.

Manuel Alejandro Rodriguez Rivera, Hasan Al-Marzouqi, Panos Liatsis

IEEE J. Biomed. Health Informatics, June, 2023

Semantic Labeling of High-Resolution Images Using EfficientUNets and Transformers.

Hasan Al-Marzouqi, Lyes Saad Saoud

IEEE Trans. Geosci. Remote. Sens., 2023

Marine Debris Segmentation Using a Parameter Efficient Octonion-Based Architecture.

Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Multi-Label Retinal Disease (MuReD) Dataset.

Manuel Alejandro Rodriguez Rivera, Hasan Al-Marzouqi, Panagiotis Liatsis

Dataset, July, 2022

Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting.

Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein

CoRR, 2022

SwinUNet3D - A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers.

Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis

CoRR, 2022

Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers.

Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein

IEEE Access, 2022

2021

Wind Speed Forecasting Using the Stationary Wavelet Transform and Quaternion Adaptive-Gradient Methods.

Lyes Saad Saoud, Hasan Al-Marzouqi, Mohamed Deriche

IEEE Access, 2021

Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.

Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Spatiotemporal Swin-Transformer Network for Short Time Weather Forecasting.

Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

Spatiotemporal Vision Transformer for Short Time Weather Forecasting.

Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Traffic flow prediction using Deep Sedenion Networks.

Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi

CoRR, 2020

Metacognitive Sedenion-Valued Neural Network and its Learning Algorithm.

Lyes Saad Saoud, Hasan Al-Marzouqi

IEEE Access, 2020

Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes.

Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant.

Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Texture retrieval using periodically extended and adaptive curvelets.

Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib

Signal Process. Image Commun., 2019

Realistic forward and inverse model mesh generation for rapid three-dimensional thoracic electrical impedance imaging.

Ali Zifan, Panos Liatsis, Hasan Al-Marzouqi

Comput. Biol. Medicine, 2019

2018

Digital Rock Physics: Using CT Scans to Compute Rock Properties.

Hasan Al-Marzouqi

IEEE Signal Process. Mag., 2018

2017

Curvelet transform with learning-based tiling.

Hasan Al-Marzouqi, Ghassan AlRegib

Signal Process. Image Commun., 2017

2016

Efficient neural network training using curvelet features.

Abdul Rahman Hafiz, Hasan Al-Marzouqi

Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

2014

Texture similarity using periodically extended and adaptive curvelets.

Hasan Al-Marzouqi, Ghassan Al-Regib

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Searching for the optimal curvelet tiling.

Hasan Al-Marzouqi, Ghassan Alregib

Proceedings of the IEEE International Conference on Acoustics, 2013

Using the coefficient of variation to improve the sparsity of seismic data.

Hasan Al-Marzouqi, Ghassan Al-Regib

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Curvelet transform with adaptive tiling.

Hasan Al-Marzouqi, Ghassan AlRegib

Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012

2009

Data Clustering Using a Modified Kuwahara Filter.

Hasan Al-Marzouqi

Proceedings of the International Joint Conference on Neural Networks, 2009

2007

Planning a safe drilling path for cochlear implantation surgery using image registration techniques.

Hasan Al-Marzouqi, Jack H. Noble, Frank M. Warren, Robert F. Labadie, J. Michael Fitzpatrick, Benoit M. Dawant

Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007